Title :
Comparison and improvement of evolutionary programming techniques for power system optimal reactive power flow
Author :
Liang, C.H. ; Chung, C.Y. ; Wong, K.P. ; Duan, X.Z.
Author_Institution :
Coll. of Electr. & Electron. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
fDate :
3/16/2006 12:00:00 AM
Abstract :
Some recently developed evolutionary programming (EP) techniques for the optimal reactive power flow (ORPF) problem are investigated. By comparing the performances of four control schemes of the strategy parameter (CSSPs), two principles for designing effective CSSPs are identified and are further used to develop two improved CSSPs. The effectiveness of the Levy distribution based technique of adaptive fast EP is also studied. The investigations are conducted with simulations on the ORPF problems of the IEEE 14-, 30- and 118-bus standard test systems.
Keywords :
IEEE standards; evolutionary computation; load flow control; optimal control; power system control; power system simulation; reactive power control; IEEE 118-bus standard test; IEEE 14-bus; IEEE 30-bus; Levy distribution; control scheme; evolutionary programming technique; optimal reactive power flow; power system; strategy parameter;
Journal_Title :
Generation, Transmission and Distribution, IEE Proceedings-
DOI :
10.1049/ip-gtd:20050081
